Table Of ContentAdvances in Intelligent Systems and Computing 905
Qi Liu
Mustafa Mısır
Xin Wang
Weiping Liu Editors
The 8th International
Conference on
Computer Engineering
and Networks
(CENet2018)
Advances in Intelligent Systems and Computing
Volume 905
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
on theory, applications, and design methods of Intelligent Systems and Intelligent
Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer
and information science, ICT, economics, business, e-commerce, environment,
healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern
intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput-
ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion
of these paradigms, social intelligence, ambient intelligence, computational neuro-
science, artificial life, virtual worlds and society, cognitive science and systems,
Perception and Vision, DNA and immune based systems, self-organizing and
adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics
including human-machine teaming, knowledge-based paradigms, learning para-
digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent
agents, intelligent decision making and support, intelligent network security, trust
management,interactiveentertainment,Webintelligenceandmultimedia.
The publications within “Advances in Intelligent Systems and Computing” are
primarily proceedings of important conferences, symposia and congresses. They
cover significant recent developments in the field, both of a foundational and
applicable character. An important characteristic feature of the series is the short
publication time and world-wide distribution. This permits a rapid and broad
dissemination of research results.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/11156
ı ı
Qi Liu Mustafa M s r
(cid:129) (cid:129)
Xin Wang Weiping Liu
(cid:129)
Editors
The 8th International
Conference on Computer
Engineering and Networks
(CENet2018)
123
Editors
QiLiu Mustafa Mısır
Schoolof Computing Collegeof Computer Science
Edinburgh NapierUniversity andTechnology
Edinburgh,UK NanjingUniversity ofAeronautics
andAstronautics
XinWang Nanjing, China
Schoolof Computer
FudanUniversity Weiping Liu
Shanghai, China Collegeof Information Science
andTechnology/College of Cyber Security
Jinan University
Guangzhou, China
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-14679-5 ISBN978-3-030-14680-1 (eBook)
https://doi.org/10.1007/978-3-030-14680-1
LibraryofCongressControlNumber:2019933160
©SpringerNatureSwitzerlandAG2020
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Preface
Thisconferenceproceedingscovers emergingtopicsforcomputer engineering and
networking and their applications. The text covers state-of-the-art developments in
areas such as artificial intelligence, machine learning, information analysis and
communication.
Thisproceedingsisacollectionofthe8thInternationalConferenceonComputer
EngineeringandNetworks (CENet2018) heldon17–19August2018inShanghai,
China.Itcontainsthefiveparts:PartIfocusesonSystemDetectionandApplication
(26 papers); Part II Machine Learning and Application (25 papers); Part III
Information Analysis and Application (24 papers), Part IV Communication
Analysis and Application (28 papers).
Each part can be used as an excellent reference by industry practitioners, uni-
versity faculties, research fellows, and undergraduate as well as graduate students
who need to build a knowledge base of the most current advances in the topics
covered by this conference proceedings.
Thankstotheauthorsfortheirhardworkanddedicationaswellasthereviewers
for ensuring the selection of only the highest-quality papers; their efforts made the
proceedings possible.
v
Contents
System Detection and Application
An Implementation of NIC Controller Integrated with Security
Protection Module . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Yan Shen and Wentao Tong
Optimization and Security Implementation of ITUbee. . . . . . . . . . . . . . 13
Xiawei Cao, Lang Li, and Xuanlan Xie
General Parallel Execution Model for Large Matrix Workloads . . . . . . 22
Song Deng, Xueke Xu, Fan Zhou, Haojing Weng, and Wen Luo
The Improved Parallel Ray Casting Algorithm in Embedded
Multi-core DSP System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
Congliang Hu, Huaqing Wan, and Liang Li
Measurement of Electric Field Due to Lightning Radiation . . . . . . . . . . 38
Pitri Bhakta Adhikari
Research on Variable-Lane Control Method on Urban Road . . . . . . . . 44
Yan Liu
Detecting Hot Spots Using the Data Field Method . . . . . . . . . . . . . . . . . 51
Zhenyu Wu and Jiaying Chen
Denoising SOM: An Improved Fault Diagnosis Method for Quantum
Power Communication Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59
Xi Chen, Wenjing Li, Shangjun He, Gonghua Hou, Lifan Yang, Lin Lin,
and Xiao Feng
The Assessment Method of Network Security Situation
Based on Improved BP Neural Network . . . . . . . . . . . . . . . . . . . . . . . . 67
Gangsong Dong, Wencui Li, Shiwen Wang, Xiaoyun Zhang, JiZhao Lu,
and Xiong Li
vii
viii Contents
Research on Reconstruction Method of Random Missing Sensor
Data Based on Fuzzy Logic Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Liang Zhao and Kai Liu
Power Quality Disturbances Detection Based on EMD . . . . . . . . . . . . . 88
Ji Ping
A Fault Injection Method for Resilient Information Service Cloud
Environment Based on Association Model . . . . . . . . . . . . . . . . . . . . . . . 100
Fang Zhou, Feng Ding, Ran Ding, and Xin Zhao
Task Scheduling of GPU Cluster for Large-Scale Data Process
with Temperature Constraint. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110
Haifeng Wang and Yunpeng Cao
A Proactive Heuristic for Task-Resource Allocation
with Resource Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
Yuanzi Xu, Yingxin Zhang, Kungang Yuan, Zhiwei Zhang, and Ning Ji
Integrating Latent Feature Model and Kernel Function for Link
Prediction in Bipartite Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
Xue Chen, Wenjun Wang, Yueheng Sun, Bin Hu, and Pengfei Jiao
Study on Dynamic Wheel/Rail Interaction Caused
by Polygonal Wheels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135
Xiao Cui and Jianwei Yao
Sea Land Air Selabot Swarm Design Considerations. . . . . . . . . . . . . . . 144
Tong Xu, Jiamin Huang, Mengyuan Zhanghu, Mengting Xu, Gao Li,
and Jun Steed Huang
TDOA Time Delay Estimation Algorithm Based on Cubic
Spline Interpolation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154
Tianfeng Yan and Yu Zhang
Modeling and Simulation of Self-organized Criticality of Intelligent
Optical Network Based on Sand Pile Model. . . . . . . . . . . . . . . . . . . . . . 163
Jingyu Wang, Wei Li, Juan Li, Shuwen Chen, and Jinzhi Ran
Incentive Cooperation Enforcement Based on Overlapping Coalition
Formation Game Framework for Ad Hoc Networks . . . . . . . . . . . . . . . 173
Bo Wang, Lihong Wang, Weiling Chang, Jie Xu, and Jia Cui
Research on Simulation System for Ship Transport Operation
Based on HLA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 182
Dezhuang Meng, Jianbo Liu, Shuangquan Ge, Xiaoling Wang,
and Hao Tang
Contents ix
Research and Design of Mobile Storage Monitoring Based on File
Filter Driver. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190
Bo He, An Zhou, Chao Hu, Duan Liang, Zhizhong Qiao,
and Zhangguo Chen
Research on Multistage Forwarding of Media Stream . . . . . . . . . . . . . . 200
Meili Zhao, Guoquan Xiong, Jianghui Fu, Meizhu Jiang,
and Hongling Wang
Dynamic Hybrid Timing Switching and Power Splitting SWIPT
for Multi-hop AF Relaying Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207
Mingjun Zhao, Minghe Mao, Ning Cao, Le Cheng, Jie Li, and Rui Shi
A Data Acquisition and Processing Scheme Based
on Edge Calculation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 216
Yanqin Mao, JiaYan Mao, Zhenyu Wu, and Subin Shen
Research on Controllability in Failure-Recovery Process
of Dynamic Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223
Ming Deng, Yi Gong, Lin Deng, and Zezhou Wang
Machine Learning and Application
Learning High Level Features with Deep Neural Network for Click
Prediction in Search and Real-Time Bidding Advertising . . . . . . . . . . . 241
Qiang Gao and Chengjie Sun
Research on Influence of Image Preprocessing on Handwritten
Number Recognition Accuracy. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253
Tieming Chen, Guangyuan Fu, Hongqiao Wang, and Yuan Li
Generative Information Hiding Method Based
on Adversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 261
Zhuo Zhang, Guangyuan Fu, Jia Liu, and Wenyu Fu
Computer Image Processing Technology Based
on Quantum Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271
Si Chen
The Cross-Language Query Expansion Algorithm Based
on Hybrid Clustering . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 279
Huihong Lan and Jinde Huang
Layer Clustering-Enhanced Stochastic Block Model for Community
Detection in Multiplex Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287
Chaochao Liu, Wenjun Wang, Carlo Vittorio Cannistraci, Di Jin,
and Yueheng Sun
x Contents
Clustering Ensemble for Categorical Geological Text
Based on Diversity and Quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 298
Hongling Wang, Yueshun He, and Ping Du
Research on Cold-Start Problem in User Based Collaborative
Filtering Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Lu Liu and Zhiqian Wang
Behavior Similarity Awared Abnormal Service
Identification Mechanism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 316
Yingyan Jiang, Yezhao Chen, Feifei Hu, Guoyi Zhang, and Peng Lin
An Energy-Balancing Based Clustering Method in Sensor Networks
for IoT Sensing and Monitoring. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Hong Zhu, Yangling Chen, Mingchi Shao, Nan Xiang, and Lin Peng
MOPSO-Based Research on Manufacturing Process Optimization
in Process Industry. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
XueSong Jiang, DongWang Li, XiuMei Wei, and Jian Wang
A Model for Job-Shop Scheduling Based on NN-PSO Technique . . . . . 344
Shuaishuai Yao, Xuesong Jiang, and Xiumei Wei
An Improved ORB Image Matching Algorithm Based
on Compressed Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351
Yijie Wang and Songlin Ge
Crime Prediction Using Data Mining and Machine Learning . . . . . . . . 360
Shaobing Wu, Changmei Wang, Haoshun Cao, and Xueming Jia
Improve Link Prediction Accuracy with Node Attribute Similarities. . . 376
Yinuo Zhang, Subin Shen, and Zhenyu Wu
Web Services Tagging Method Based on Weighted Textual
Matrix Factorization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 385
Guoqiang Li, Yifeng Cui, Haifeng Wang, Shunbo Hu, and Li Liu
Soft Frequency Reuse of Joint LTE and eMTC Based on Improved
Genetic Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 391
Jingya Ma, Jiao Wang, and Dongbo Tian
Mobile Internet Application Classification Based
on Machine Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399
Yangqun Li
A Local Feature Curve Extraction Algorithm
for Dongba Hieroglyphs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409
Yuting Yang and Houliang Kang
